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A

ai.idylnlp.models - package ai.idylnlp.models

ai.idylnlp.models.opennlp.training - package ai.idylnlp.models.opennlp.training

ai.idylnlp.models.opennlp.training.model - package ai.idylnlp.models.opennlp.training.model

C

crossValidate(TrainingDefinitionReader, int) - Static method in class ai.idylnlp.models.opennlp.training.EntityModelOperations

Performs cross-validation of an entity model.

crossValidate(TrainingDefinitionReader, int) - Static method in class ai.idylnlp.models.opennlp.training.SentenceModelOperations

Performs cross-validation of a sentence model.

crossValidate(TrainingDefinitionReader, int) - Static method in class ai.idylnlp.models.opennlp.training.TokenModelOperations

Performs cross-validation of a token model.

crossValidationEvaluateMaxEntQN(SubjectOfTrainingOrEvaluation, LanguageCode, int, int, int, double, double, int, int) - Method in class ai.idylnlp.models.opennlp.training.EntityModelOperations

crossValidationEvaluateMaxEntQN(SubjectOfTrainingOrEvaluation, LanguageCode, int, int, int, double, double, int, int) - Method in interface ai.idylnlp.models.opennlp.training.model.ModelCrossValidationOperations

Performs model cross validation using the maxent QN algorithm.

crossValidationEvaluateMaxEntQN(SubjectOfTrainingOrEvaluation, LanguageCode, int, int, int, double, double, int, int) - Method in class ai.idylnlp.models.opennlp.training.SentenceModelOperations

crossValidationEvaluateMaxEntQN(SubjectOfTrainingOrEvaluation, LanguageCode, int, int, int, double, double, int, int) - Method in class ai.idylnlp.models.opennlp.training.TokenModelOperations

crossValidationEvaluatePerceptron(SubjectOfTrainingOrEvaluation, LanguageCode, int, int, int) - Method in class ai.idylnlp.models.opennlp.training.EntityModelOperations

crossValidationEvaluatePerceptron(SubjectOfTrainingOrEvaluation, LanguageCode, int, int, int) - Method in interface ai.idylnlp.models.opennlp.training.model.ModelCrossValidationOperations

Performs model cross validation using the perceptron algorithm.

crossValidationEvaluatePerceptron(SubjectOfTrainingOrEvaluation, LanguageCode, int, int, int) - Method in class ai.idylnlp.models.opennlp.training.SentenceModelOperations

crossValidationEvaluatePerceptron(SubjectOfTrainingOrEvaluation, LanguageCode, int, int, int) - Method in class ai.idylnlp.models.opennlp.training.TokenModelOperations

E

EntityModelOperations - Class in ai.idylnlp.models.opennlp.training

Operations for training and validating entity models.

EntityModelOperations(String, String) - Constructor for class ai.idylnlp.models.opennlp.training.EntityModelOperations

Creates a new instance.

F

fromValue(String) - Static method in enum ai.idylnlp.models.opennlp.training.model.TrainingAlgorithm

Gets the TrainingAlgorithm from a string value or throws an IllegalArgumentException if the algorithm string value is not a valid algorithm.

G

getAlgorithm() - Method in enum ai.idylnlp.models.opennlp.training.model.TrainingAlgorithm

Gets the algorithm.

getDefaultAlgorithm() - Static method in enum ai.idylnlp.models.opennlp.training.model.TrainingAlgorithm

Gets the default TrainingAlgorithm.

getName() - Method in enum ai.idylnlp.models.opennlp.training.model.TrainingAlgorithm

Gets the name of the algorithm.

getSubjectOfTrainingOrEvaluation(TrainingDefinitionReader) - Static method in class ai.idylnlp.models.ModelOperationsUtils

Gets a SubjectOfTraining based on the training definition.

L

LemmatizerModelOperations - Class in ai.idylnlp.models.opennlp.training

Operations for training and validating lemma models.

LemmatizerModelOperations() - Constructor for class ai.idylnlp.models.opennlp.training.LemmatizerModelOperations

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ModelCrossValidationOperations<T extends ai.idylnlp.model.training.EvaluationResult> - Interface in ai.idylnlp.models.opennlp.training.model

Provides model cross validation operations.

ModelOperationsUtils - Class in ai.idylnlp.models

ModelOperationsUtils() - Constructor for class ai.idylnlp.models.ModelOperationsUtils

ModelSeparateDataValidationOperations<T extends ai.idylnlp.model.training.EvaluationResult> - Interface in ai.idylnlp.models.opennlp.training.model

Provides operations for performing model validation using separate data.

ModelTrainingOperations - Interface in ai.idylnlp.models.opennlp.training.model

Provides model training operations.

P

PartOfSpeechModelOperations - Class in ai.idylnlp.models.opennlp.training

Operations for training and validating part of speech models.

PartOfSpeechModelOperations() - Constructor for class ai.idylnlp.models.opennlp.training.PartOfSpeechModelOperations

S

SentenceModelOperations - Class in ai.idylnlp.models.opennlp.training

Operations for training and validating sentence models.

SentenceModelOperations() - Constructor for class ai.idylnlp.models.opennlp.training.SentenceModelOperations

separateDataEvaluate(SubjectOfTrainingOrEvaluation, String, String) - Method in class ai.idylnlp.models.opennlp.training.EntityModelOperations

separateDataEvaluate(SubjectOfTrainingOrEvaluation, String, String) - Method in class ai.idylnlp.models.opennlp.training.LemmatizerModelOperations

separateDataEvaluate(SubjectOfTrainingOrEvaluation, String, String) - Method in interface ai.idylnlp.models.opennlp.training.model.ModelSeparateDataValidationOperations

Performs model validation using separate data.

separateDataEvaluate(SubjectOfTrainingOrEvaluation, String, String) - Method in class ai.idylnlp.models.opennlp.training.PartOfSpeechModelOperations

separateDataEvaluate(SubjectOfTrainingOrEvaluation, String, String) - Method in class ai.idylnlp.models.opennlp.training.SentenceModelOperations

separateDataEvaluate(SubjectOfTrainingOrEvaluation, String, String) - Method in class ai.idylnlp.models.opennlp.training.TokenModelOperations

T

TokenModelOperations - Class in ai.idylnlp.models.opennlp.training

Operations for training and validating token models.

TokenModelOperations() - Constructor for class ai.idylnlp.models.opennlp.training.TokenModelOperations

toString() - Method in enum ai.idylnlp.models.opennlp.training.model.TrainingAlgorithm

train(TrainingDefinitionReader) - Static method in class ai.idylnlp.models.opennlp.training.EntityModelOperations

Performs model training using a training definition file.

train(TrainingDefinitionReader) - Static method in class ai.idylnlp.models.opennlp.training.LemmatizerModelOperations

Performs sentence model training using a training definition file.

train(TrainingDefinitionReader) - Static method in class ai.idylnlp.models.opennlp.training.PartOfSpeechModelOperations

Performs part-of-speech model training using a training definition file.

train(TrainingDefinitionReader) - Static method in class ai.idylnlp.models.opennlp.training.SentenceModelOperations

Performs sentence model training using a training definition file.

train(TrainingDefinitionReader) - Static method in class ai.idylnlp.models.opennlp.training.TokenModelOperations

Performs token model training using a training definition file.

TrainingAlgorithm - Enum in ai.idylnlp.models.opennlp.training.model

A training algorithm.

trainMaxEntQN(SubjectOfTrainingOrEvaluation, String, LanguageCode, String, int, int, int, double, double, int, int) - Method in class ai.idylnlp.models.opennlp.training.EntityModelOperations

trainMaxEntQN(SubjectOfTrainingOrEvaluation, String, LanguageCode, String, int, int, int, double, double, int, int) - Method in class ai.idylnlp.models.opennlp.training.LemmatizerModelOperations

trainMaxEntQN(SubjectOfTrainingOrEvaluation, String, LanguageCode, String, int, int, int, double, double, int, int) - Method in interface ai.idylnlp.models.opennlp.training.model.ModelTrainingOperations

Train a maxent model using quasi-newton.

trainMaxEntQN(SubjectOfTrainingOrEvaluation, String, LanguageCode, String, int, int, int, double, double, int, int) - Method in class ai.idylnlp.models.opennlp.training.PartOfSpeechModelOperations

trainMaxEntQN(SubjectOfTrainingOrEvaluation, String, LanguageCode, String, int, int, int, double, double, int, int) - Method in class ai.idylnlp.models.opennlp.training.SentenceModelOperations

trainMaxEntQN(SubjectOfTrainingOrEvaluation, String, LanguageCode, String, int, int, int, double, double, int, int) - Method in class ai.idylnlp.models.opennlp.training.TokenModelOperations

trainPerceptron(SubjectOfTrainingOrEvaluation, String, LanguageCode, String, int, int) - Method in class ai.idylnlp.models.opennlp.training.EntityModelOperations

trainPerceptron(SubjectOfTrainingOrEvaluation, String, LanguageCode, String, int, int) - Method in class ai.idylnlp.models.opennlp.training.LemmatizerModelOperations

trainPerceptron(SubjectOfTrainingOrEvaluation, String, LanguageCode, String, int, int) - Method in interface ai.idylnlp.models.opennlp.training.model.ModelTrainingOperations

Train a perceptron model using.

trainPerceptron(SubjectOfTrainingOrEvaluation, String, LanguageCode, String, int, int) - Method in class ai.idylnlp.models.opennlp.training.PartOfSpeechModelOperations

trainPerceptron(SubjectOfTrainingOrEvaluation, String, LanguageCode, String, int, int) - Method in class ai.idylnlp.models.opennlp.training.SentenceModelOperations

trainPerceptron(SubjectOfTrainingOrEvaluation, String, LanguageCode, String, int, int) - Method in class ai.idylnlp.models.opennlp.training.TokenModelOperations

V

valueOf(String) - Static method in enum ai.idylnlp.models.opennlp.training.model.TrainingAlgorithm

Returns the enum constant of this type with the specified name.

values() - Static method in enum ai.idylnlp.models.opennlp.training.model.TrainingAlgorithm

Returns an array containing the constants of this enum type, in the order they are declared.

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